Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 901 |
| Missing cells | 1425 |
| Missing cells (%) | 7.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 155.0 KiB |
| Average record size in memory | 176.1 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 11 |
trestbps is highly correlated with trestbpd | High correlation |
met is highly correlated with chol and 1 other fields | High correlation |
trestbpd is highly correlated with trestbps | High correlation |
rldv5e is highly correlated with restecg and 1 other fields | High correlation |
chol is highly correlated with met and 1 other fields | High correlation |
cp is highly correlated with exang | High correlation |
restecg is highly correlated with rldv5e | High correlation |
pro is highly correlated with dataset | High correlation |
thalach is highly correlated with thalrest and 1 other fields | High correlation |
thalrest is highly correlated with thalach | High correlation |
tpeakbps is highly correlated with xhypo | High correlation |
exang is highly correlated with cp and 2 other fields | High correlation |
xhypo is highly correlated with tpeakbps | High correlation |
oldpeak is highly correlated with exang and 1 other fields | High correlation |
num is highly correlated with oldpeak | High correlation |
dataset is highly correlated with chol and 3 other fields | High correlation |
trestbps has 61 (6.8%) missing values | Missing |
htn has 36 (4.0%) missing values | Missing |
chol has 32 (3.6%) missing values | Missing |
smoke has 389 (43.2%) missing values | Missing |
fbs has 92 (10.2%) missing values | Missing |
pro has 65 (7.2%) missing values | Missing |
met has 107 (11.9%) missing values | Missing |
thalach has 57 (6.3%) missing values | Missing |
thalrest has 58 (6.4%) missing values | Missing |
tpeakbps has 65 (7.2%) missing values | Missing |
tpeakbpd has 65 (7.2%) missing values | Missing |
trestbpd has 61 (6.8%) missing values | Missing |
exang has 57 (6.3%) missing values | Missing |
xhypo has 60 (6.7%) missing values | Missing |
oldpeak has 64 (7.1%) missing values | Missing |
rldv5e has 144 (16.0%) missing values | Missing |
chol has 172 (19.1%) zeros | Zeros |
oldpeak has 362 (40.2%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-17 05:21:34.204127 |
|---|---|
| Analysis finished | 2022-10-17 05:21:47.128704 |
| Duration | 12.92 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
age
Real number (ℝ≥0)
| Distinct | 50 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.48053393 |
| Minimum | 28 |
|---|---|
| Maximum | 77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.2 KiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 47 |
| median | 54 |
| Q3 | 60 |
| 95-th percentile | 68 |
| Maximum | 77 |
| Range | 49 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.435893735 |
|---|---|
| Coefficient of variation (CV) | 0.1764360421 |
| Kurtosis | -0.3806810233 |
| Mean | 53.48053393 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.1831893834 |
| Sum | 48079 |
| Variance | 89.03609058 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 54 | 51 | 5.7% |
| 58 | 40 | 4.4% |
| 55 | 39 | 4.3% |
| 52 | 36 | 4.0% |
| 56 | 36 | 4.0% |
| 62 | 35 | 3.9% |
| 57 | 35 | 3.9% |
| 51 | 35 | 3.9% |
| 59 | 34 | 3.8% |
| 53 | 33 | 3.7% |
| Other values (40) | 525 |
| Value | Count | Frequency (%) |
| 28 | 1 | 0.1% |
| 29 | 3 | 0.3% |
| 30 | 1 | 0.1% |
| 31 | 2 | 0.2% |
| 32 | 5 | |
| 33 | 2 | 0.2% |
| 34 | 7 | |
| 35 | 10 | |
| 36 | 6 | |
| 37 | 11 |
| Value | Count | Frequency (%) |
| 77 | 2 | 0.2% |
| 76 | 2 | 0.2% |
| 75 | 3 | 0.3% |
| 74 | 7 | |
| 73 | 1 | 0.1% |
| 72 | 4 | 0.4% |
| 71 | 5 | 0.6% |
| 70 | 7 | |
| 69 | 13 | |
| 68 | 9 |
sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory size | 7.2 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2697 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 711 | |
| 0.0 | 188 | 20.9% |
| (Missing) | 2 | 0.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 711 | |
| 0.0 | 188 | 20.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1087 | |
| . | 899 | |
| 1 | 711 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1798 | |
| Other Punctuation | 899 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1087 | |
| 1 | 711 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 899 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2697 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1087 | |
| . | 899 | |
| 1 | 711 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2697 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1087 | |
| . | 899 | |
| 1 | 711 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory size | 7.2 KiB |
| 4.0 | |
|---|---|
| 3.0 | |
| 2.0 | |
| 1.0 | 45 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2697 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 4.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 4.0 | 485 | |
| 3.0 | 202 | |
| 2.0 | 167 | 18.5% |
| 1.0 | 45 | 5.0% |
| (Missing) | 2 | 0.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 4.0 | 485 | |
| 3.0 | 202 | |
| 2.0 | 167 | 18.6% |
| 1.0 | 45 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 899 | |
| 0 | 899 | |
| 4 | 485 | |
| 3 | 202 | 7.5% |
| 2 | 167 | 6.2% |
| 1 | 45 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1798 | |
| Other Punctuation | 899 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 899 | |
| 4 | 485 | |
| 3 | 202 | 11.2% |
| 2 | 167 | 9.3% |
| 1 | 45 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 899 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2697 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 899 | |
| 0 | 899 | |
| 4 | 485 | |
| 3 | 202 | 7.5% |
| 2 | 167 | 6.2% |
| 1 | 45 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2697 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 899 | |
| 0 | 899 | |
| 4 | 485 | |
| 3 | 202 | 7.5% |
| 2 | 167 | 6.2% |
| 1 | 45 | 1.7% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 61 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 132.1011905 |
| Minimum | 0 |
|---|---|
| Maximum | 200 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 105 |
| Q1 | 120 |
| median | 130 |
| Q3 | 140 |
| 95-th percentile | 160 |
| Maximum | 200 |
| Range | 200 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 19.15112717 |
|---|---|
| Coefficient of variation (CV) | 0.1449731611 |
| Kurtosis | 2.968612092 |
| Mean | 132.1011905 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.2075650027 |
| Sum | 110965 |
| Variance | 366.765672 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120 | 128 | |
| 130 | 112 | |
| 140 | 100 | 11.1% |
| 110 | 58 | 6.4% |
| 150 | 56 | 6.2% |
| 160 | 50 | 5.5% |
| 125 | 28 | 3.1% |
| 115 | 19 | 2.1% |
| 135 | 18 | 2.0% |
| 128 | 16 | 1.8% |
| Other values (50) | 255 | |
| (Missing) | 61 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 80 | 1 | 0.1% |
| 92 | 1 | 0.1% |
| 94 | 2 | 0.2% |
| 95 | 6 | 0.7% |
| 96 | 1 | 0.1% |
| 98 | 1 | 0.1% |
| 100 | 15 | |
| 101 | 1 | 0.1% |
| 102 | 3 | 0.3% |
| Value | Count | Frequency (%) |
| 200 | 4 | 0.4% |
| 192 | 1 | 0.1% |
| 190 | 2 | 0.2% |
| 185 | 1 | 0.1% |
| 180 | 12 | |
| 178 | 3 | 0.3% |
| 174 | 1 | 0.1% |
| 172 | 2 | 0.2% |
| 170 | 13 | |
| 165 | 2 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 36 |
| Missing (%) | 4.0% |
| Memory size | 7.2 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2595 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 453 | |
| 1.0 | 412 | |
| (Missing) | 36 | 4.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 453 | |
| 1.0 | 412 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1318 | |
| . | 865 | |
| 1 | 412 | 15.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1730 | |
| Other Punctuation | 865 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1318 | |
| 1 | 412 | 23.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 865 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2595 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1318 | |
| . | 865 | |
| 1 | 412 | 15.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2595 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1318 | |
| . | 865 | |
| 1 | 412 | 15.9% |
| Distinct | 213 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 32 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 198.7594937 |
| Minimum | 0 |
|---|---|
| Maximum | 603 |
| Zeros | 172 |
| Zeros (%) | 19.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 175 |
| median | 224 |
| Q3 | 269 |
| 95-th percentile | 334.2 |
| Maximum | 603 |
| Range | 603 |
| Interquartile range (IQR) | 94 |
Descriptive statistics
| Standard deviation | 111.8344148 |
|---|---|
| Coefficient of variation (CV) | 0.5626620028 |
| Kurtosis | 0.00684770048 |
| Mean | 198.7594937 |
| Median Absolute Deviation (MAD) | 46 |
| Skewness | -0.6049884266 |
| Sum | 172722 |
| Variance | 12506.93633 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 172 | 19.1% |
| 254 | 10 | 1.1% |
| 204 | 9 | 1.0% |
| 219 | 9 | 1.0% |
| 230 | 9 | 1.0% |
| 216 | 9 | 1.0% |
| 223 | 9 | 1.0% |
| 220 | 9 | 1.0% |
| 211 | 9 | 1.0% |
| 260 | 8 | 0.9% |
| Other values (203) | 616 | |
| (Missing) | 32 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 172 | |
| 85 | 1 | 0.1% |
| 100 | 2 | 0.2% |
| 117 | 1 | 0.1% |
| 126 | 1 | 0.1% |
| 129 | 1 | 0.1% |
| 132 | 1 | 0.1% |
| 139 | 1 | 0.1% |
| 141 | 1 | 0.1% |
| 142 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 603 | 1 | |
| 564 | 1 | |
| 529 | 1 | |
| 518 | 1 | |
| 491 | 1 | |
| 468 | 1 | |
| 466 | 1 | |
| 458 | 1 | |
| 417 | 1 | |
| 412 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 389 |
| Missing (%) | 43.2% |
| Memory size | 7.2 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1536 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 286 | |
| 0.0 | 226 | |
| (Missing) | 389 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 286 | |
| 0.0 | 226 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 738 | |
| . | 512 | |
| 1 | 286 | 18.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1024 | |
| Other Punctuation | 512 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 738 | |
| 1 | 286 | 27.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 512 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1536 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 738 | |
| . | 512 | |
| 1 | 286 | 18.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1536 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 738 | |
| . | 512 | |
| 1 | 286 | 18.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 92 |
| Missing (%) | 10.2% |
| Memory size | 7.2 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2427 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 674 | |
| 1.0 | 135 | 15.0% |
| (Missing) | 92 | 10.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 674 | |
| 1.0 | 135 | 16.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1483 | |
| . | 809 | |
| 1 | 135 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1618 | |
| Other Punctuation | 809 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1483 | |
| 1 | 135 | 8.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 809 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2427 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1483 | |
| . | 809 | |
| 1 | 135 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2427 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1483 | |
| . | 809 | |
| 1 | 135 | 5.6% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 4 |
| Missing (%) | 0.4% |
| Memory size | 7.2 KiB |
| 0.0 | |
|---|---|
| 2.0 | |
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2691 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 538 | |
| 2.0 | 182 | 20.2% |
| 1.0 | 177 | 19.6% |
| (Missing) | 4 | 0.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 538 | |
| 2.0 | 182 | 20.3% |
| 1.0 | 177 | 19.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1435 | |
| . | 897 | |
| 2 | 182 | 6.8% |
| 1 | 177 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1794 | |
| Other Punctuation | 897 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1435 | |
| 2 | 182 | 10.1% |
| 1 | 177 | 9.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 897 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2691 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1435 | |
| . | 897 | |
| 2 | 182 | 6.8% |
| 1 | 177 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2691 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1435 | |
| . | 897 | |
| 2 | 182 | 6.8% |
| 1 | 177 | 6.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 65 |
| Missing (%) | 7.2% |
| Memory size | 7.2 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2508 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 692 | |
| 1.0 | 144 | 16.0% |
| (Missing) | 65 | 7.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 692 | |
| 1.0 | 144 | 17.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1528 | |
| . | 836 | |
| 1 | 144 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1672 | |
| Other Punctuation | 836 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1528 | |
| 1 | 144 | 8.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 836 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2508 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1528 | |
| . | 836 | |
| 1 | 144 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2508 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1528 | |
| . | 836 | |
| 1 | 144 | 5.7% |
| Distinct | 34 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 107 |
| Missing (%) | 11.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.48312343 |
| Minimum | 2 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 100 |
| Maximum | 200 |
| Range | 198 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 30.77280112 |
|---|---|
| Coefficient of variation (CV) | 1.866927786 |
| Kurtosis | 10.72913546 |
| Mean | 16.48312343 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 3.378510563 |
| Sum | 13087.6 |
| Variance | 946.9652886 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 107 | |
| 5 | 106 | |
| 6 | 102 | |
| 9 | 71 | |
| 10 | 58 | 6.4% |
| 4 | 54 | 6.0% |
| 8 | 52 | 5.8% |
| 3 | 31 | 3.4% |
| 100 | 31 | 3.4% |
| 13 | 27 | 3.0% |
| Other values (24) | 155 | |
| (Missing) | 107 |
| Value | Count | Frequency (%) |
| 2 | 22 | 2.4% |
| 2.5 | 1 | 0.1% |
| 3 | 31 | 3.4% |
| 3.5 | 1 | 0.1% |
| 4 | 54 | |
| 4.5 | 1 | 0.1% |
| 5 | 106 | |
| 5.4 | 1 | 0.1% |
| 5.8 | 1 | 0.1% |
| 6 | 102 |
| Value | Count | Frequency (%) |
| 200 | 1 | 0.1% |
| 150 | 21 | |
| 125 | 2 | 0.2% |
| 100 | 31 | |
| 75 | 7 | 0.8% |
| 50 | 11 | 1.2% |
| 18 | 2 | 0.2% |
| 17 | 2 | 0.2% |
| 16 | 7 | 0.8% |
| 15 | 3 | 0.3% |
| Distinct | 119 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 57 |
| Missing (%) | 6.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.2985782 |
| Minimum | 60 |
|---|---|
| Maximum | 202 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.2 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 95 |
| Q1 | 120 |
| median | 140 |
| Q3 | 157 |
| 95-th percentile | 178 |
| Maximum | 202 |
| Range | 142 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 25.96595906 |
|---|---|
| Coefficient of variation (CV) | 0.1891203784 |
| Kurtosis | -0.4847315481 |
| Mean | 137.2985782 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | -0.1999350826 |
| Sum | 115880 |
| Variance | 674.23103 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 150 | 42 | 4.7% |
| 140 | 40 | 4.4% |
| 120 | 35 | 3.9% |
| 130 | 29 | 3.2% |
| 160 | 26 | 2.9% |
| 110 | 21 | 2.3% |
| 125 | 20 | 2.2% |
| 170 | 20 | 2.2% |
| 122 | 16 | 1.8% |
| 100 | 14 | 1.6% |
| Other values (109) | 581 | |
| (Missing) | 57 | 6.3% |
| Value | Count | Frequency (%) |
| 60 | 1 | |
| 63 | 1 | |
| 67 | 1 | |
| 69 | 1 | |
| 70 | 1 | |
| 71 | 1 | |
| 72 | 2 | |
| 73 | 1 | |
| 77 | 1 | |
| 78 | 1 |
| Value | Count | Frequency (%) |
| 202 | 1 | 0.1% |
| 195 | 1 | 0.1% |
| 194 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 190 | 2 | |
| 188 | 2 | |
| 187 | 1 | 0.1% |
| 186 | 2 | |
| 185 | 4 | |
| 184 | 4 |
| Distinct | 75 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 58 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.48754448 |
| Minimum | 37 |
|---|---|
| Maximum | 139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.2 KiB |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 55 |
| Q1 | 65 |
| median | 74 |
| Q3 | 84 |
| 95-th percentile | 100 |
| Maximum | 139 |
| Range | 102 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.72796148 |
|---|---|
| Coefficient of variation (CV) | 0.1951045246 |
| Kurtosis | 0.7390791357 |
| Mean | 75.48754448 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.6366775286 |
| Sum | 63636 |
| Variance | 216.9128494 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70 | 41 | 4.6% |
| 74 | 33 | 3.7% |
| 80 | 30 | 3.3% |
| 68 | 30 | 3.3% |
| 75 | 27 | 3.0% |
| 72 | 26 | 2.9% |
| 64 | 26 | 2.9% |
| 73 | 25 | 2.8% |
| 84 | 25 | 2.8% |
| 78 | 24 | 2.7% |
| Other values (65) | 556 | |
| (Missing) | 58 | 6.4% |
| Value | Count | Frequency (%) |
| 37 | 1 | 0.1% |
| 39 | 1 | 0.1% |
| 40 | 1 | 0.1% |
| 43 | 1 | 0.1% |
| 44 | 1 | 0.1% |
| 46 | 2 | |
| 47 | 1 | 0.1% |
| 49 | 4 | |
| 50 | 4 | |
| 51 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 139 | 1 | 0.1% |
| 134 | 1 | 0.1% |
| 125 | 3 | |
| 124 | 1 | 0.1% |
| 120 | 3 | |
| 119 | 1 | 0.1% |
| 116 | 1 | 0.1% |
| 115 | 2 | 0.2% |
| 112 | 2 | 0.2% |
| 110 | 6 |
| Distinct | 74 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 65 |
| Missing (%) | 7.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 171.6411483 |
| Minimum | 84 |
|---|---|
| Maximum | 240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.2 KiB |
Quantile statistics
| Minimum | 84 |
|---|---|
| 5-th percentile | 130 |
| Q1 | 155 |
| median | 170 |
| Q3 | 190 |
| 95-th percentile | 220 |
| Maximum | 240 |
| Range | 156 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 25.73448825 |
|---|---|
| Coefficient of variation (CV) | 0.1499319278 |
| Kurtosis | 0.1626878493 |
| Mean | 171.6411483 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.04005466243 |
| Sum | 143492 |
| Variance | 662.2638856 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 180 | 97 | 10.8% |
| 160 | 95 | 10.5% |
| 170 | 81 | 9.0% |
| 190 | 66 | 7.3% |
| 200 | 58 | 6.4% |
| 150 | 47 | 5.2% |
| 140 | 40 | 4.4% |
| 220 | 24 | 2.7% |
| 210 | 21 | 2.3% |
| 130 | 18 | 2.0% |
| Other values (64) | 289 | |
| (Missing) | 65 | 7.2% |
| Value | Count | Frequency (%) |
| 84 | 1 | 0.1% |
| 90 | 1 | 0.1% |
| 92 | 1 | 0.1% |
| 98 | 2 | 0.2% |
| 100 | 1 | 0.1% |
| 110 | 4 | |
| 112 | 1 | 0.1% |
| 115 | 1 | 0.1% |
| 116 | 1 | 0.1% |
| 120 | 9 |
| Value | Count | Frequency (%) |
| 240 | 5 | 0.6% |
| 235 | 1 | 0.1% |
| 232 | 1 | 0.1% |
| 230 | 14 | |
| 228 | 1 | 0.1% |
| 224 | 1 | 0.1% |
| 220 | 24 | |
| 216 | 1 | 0.1% |
| 215 | 5 | 0.6% |
| 210 | 21 |
| Distinct | 51 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 65 |
| Missing (%) | 7.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.2930622 |
| Minimum | 11 |
|---|---|
| Maximum | 134 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.2 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 80 |
| median | 88 |
| Q3 | 100 |
| 95-th percentile | 110 |
| Maximum | 134 |
| Range | 123 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 14.73458597 |
|---|---|
| Coefficient of variation (CV) | 0.1687944677 |
| Kurtosis | 0.924026069 |
| Mean | 87.2930622 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.1306504115 |
| Sum | 72977 |
| Variance | 217.1080237 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 162 | |
| 90 | 131 | |
| 100 | 114 | |
| 70 | 59 | 6.5% |
| 110 | 43 | 4.8% |
| 95 | 28 | 3.1% |
| 85 | 25 | 2.8% |
| 60 | 23 | 2.6% |
| 75 | 23 | 2.6% |
| 78 | 22 | 2.4% |
| Other values (41) | 206 | |
| (Missing) | 65 | 7.2% |
| Value | Count | Frequency (%) |
| 11 | 1 | 0.1% |
| 26 | 1 | 0.1% |
| 40 | 2 | 0.2% |
| 45 | 1 | 0.1% |
| 50 | 2 | 0.2% |
| 55 | 1 | 0.1% |
| 56 | 2 | 0.2% |
| 58 | 3 | 0.3% |
| 60 | 23 | |
| 62 | 3 | 0.3% |
| Value | Count | Frequency (%) |
| 134 | 1 | 0.1% |
| 130 | 2 | 0.2% |
| 120 | 15 | 1.7% |
| 118 | 4 | 0.4% |
| 116 | 2 | 0.2% |
| 115 | 8 | 0.9% |
| 114 | 2 | 0.2% |
| 112 | 1 | 0.1% |
| 110 | 43 | |
| 108 | 2 | 0.2% |
| Distinct | 34 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 61 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.52380952 |
| Minimum | 0 |
|---|---|
| Maximum | 120 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 70 |
| Q1 | 80 |
| median | 80 |
| Q3 | 90 |
| 95-th percentile | 100 |
| Maximum | 120 |
| Range | 120 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 10.25256291 |
|---|---|
| Coefficient of variation (CV) | 0.1227501831 |
| Kurtosis | 4.985306216 |
| Mean | 83.52380952 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.5407270172 |
| Sum | 70160 |
| Variance | 105.1150463 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 258 | |
| 90 | 158 | |
| 70 | 88 | 9.8% |
| 100 | 64 | 7.1% |
| 85 | 42 | 4.7% |
| 78 | 24 | 2.7% |
| 95 | 23 | 2.6% |
| 75 | 21 | 2.3% |
| 82 | 15 | 1.7% |
| 88 | 14 | 1.6% |
| Other values (24) | 133 | |
| (Missing) | 61 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 50 | 2 | 0.2% |
| 58 | 1 | 0.1% |
| 60 | 12 | 1.3% |
| 64 | 4 | 0.4% |
| 65 | 6 | 0.7% |
| 66 | 1 | 0.1% |
| 68 | 4 | 0.4% |
| 70 | 88 | |
| 72 | 8 | 0.9% |
| Value | Count | Frequency (%) |
| 120 | 1 | 0.1% |
| 110 | 7 | 0.8% |
| 106 | 2 | 0.2% |
| 105 | 5 | 0.6% |
| 104 | 1 | 0.1% |
| 102 | 1 | 0.1% |
| 100 | 64 | |
| 98 | 12 | 1.3% |
| 96 | 7 | 0.8% |
| 95 | 23 | 2.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 57 |
| Missing (%) | 6.3% |
| Memory size | 7.2 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2532 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 514 | |
| 1.0 | 330 | |
| (Missing) | 57 | 6.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 514 | |
| 1.0 | 330 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1358 | |
| . | 844 | |
| 1 | 330 | 13.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1688 | |
| Other Punctuation | 844 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1358 | |
| 1 | 330 | 19.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 844 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2532 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1358 | |
| . | 844 | |
| 1 | 330 | 13.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2532 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1358 | |
| . | 844 | |
| 1 | 330 | 13.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 60 |
| Missing (%) | 6.7% |
| Memory size | 7.2 KiB |
| 0.0 | |
|---|---|
| 1.0 | 22 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2523 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 819 | |
| 1.0 | 22 | 2.4% |
| (Missing) | 60 | 6.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 819 | |
| 1.0 | 22 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1660 | |
| . | 841 | |
| 1 | 22 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1682 | |
| Other Punctuation | 841 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1660 | |
| 1 | 22 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 841 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2523 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1660 | |
| . | 841 | |
| 1 | 22 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2523 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1660 | |
| . | 841 | |
| 1 | 22 | 0.9% |
| Distinct | 52 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 64 |
| Missing (%) | 7.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8704898447 |
| Minimum | -2.6 |
|---|---|
| Maximum | 6.2 |
| Zeros | 362 |
| Zeros (%) | 40.2% |
| Negative | 12 |
| Negative (%) | 1.3% |
| Memory size | 7.2 KiB |
Quantile statistics
| Minimum | -2.6 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.5 |
| Q3 | 1.5 |
| 95-th percentile | 3 |
| Maximum | 6.2 |
| Range | 8.8 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.080548494 |
|---|---|
| Coefficient of variation (CV) | 1.241310855 |
| Kurtosis | 1.147635071 |
| Mean | 0.8704898447 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.027733086 |
| Sum | 728.6 |
| Variance | 1.167585047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 362 | |
| 1 | 82 | 9.1% |
| 2 | 75 | 8.3% |
| 1.5 | 48 | 5.3% |
| 3 | 28 | 3.1% |
| 0.5 | 19 | 2.1% |
| 2.5 | 16 | 1.8% |
| 1.4 | 15 | 1.7% |
| 1.2 | 14 | 1.6% |
| 1.6 | 14 | 1.6% |
| Other values (42) | 164 | |
| (Missing) | 64 | 7.1% |
| Value | Count | Frequency (%) |
| -2.6 | 1 | |
| -2 | 1 | |
| -1.5 | 1 | |
| -1.1 | 1 | |
| -1 | 2 | |
| -0.9 | 1 | |
| -0.8 | 1 | |
| -0.7 | 1 | |
| -0.5 | 2 | |
| -0.1 | 1 |
| Value | Count | Frequency (%) |
| 6.2 | 1 | 0.1% |
| 5.6 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 4.2 | 2 | 0.2% |
| 4 | 7 | |
| 3.8 | 1 | 0.1% |
| 3.7 | 1 | 0.1% |
| 3.6 | 4 | |
| 3.5 | 2 | 0.2% |
| 3.4 | 2 | 0.2% |
| Distinct | 141 |
|---|---|
| Distinct (%) | 18.6% |
| Missing | 144 |
| Missing (%) | 16.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.91413474 |
| Minimum | 2 |
|---|---|
| Maximum | 270 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 12 |
| median | 19 |
| Q3 | 102 |
| 95-th percentile | 176 |
| Maximum | 270 |
| Range | 268 |
| Interquartile range (IQR) | 90 |
Descriptive statistics
| Standard deviation | 60.309425 |
|---|---|
| Coefficient of variation (CV) | 1.098249572 |
| Kurtosis | 0.2720851797 |
| Mean | 54.91413474 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.185535476 |
| Sum | 41570 |
| Variance | 3637.226744 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 42 | 4.7% |
| 11 | 38 | 4.2% |
| 15 | 33 | 3.7% |
| 10 | 32 | 3.6% |
| 17 | 30 | 3.3% |
| 13 | 30 | 3.3% |
| 9 | 27 | 3.0% |
| 18 | 26 | 2.9% |
| 12 | 26 | 2.9% |
| 7 | 23 | 2.6% |
| Other values (131) | 450 | |
| (Missing) | 144 | 16.0% |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 3 | 3 | 0.3% |
| 4 | 7 | 0.8% |
| 5 | 6 | 0.7% |
| 6 | 18 | |
| 7 | 23 | |
| 8 | 23 | |
| 9 | 27 | |
| 10 | 32 | |
| 11 | 38 |
| Value | Count | Frequency (%) |
| 270 | 1 | 0.1% |
| 253 | 1 | 0.1% |
| 252 | 1 | 0.1% |
| 240 | 1 | 0.1% |
| 231 | 1 | 0.1% |
| 230 | 2 | |
| 227 | 1 | 0.1% |
| 225 | 1 | 0.1% |
| 222 | 1 | 0.1% |
| 220 | 3 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory size | 7.2 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 3.0 | |
| 2.0 | |
| 4.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2697 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 3.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 404 | |
| 1.0 | 191 | |
| 3.0 | 132 | 14.7% |
| 2.0 | 130 | 14.4% |
| 4.0 | 42 | 4.7% |
| (Missing) | 2 | 0.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 404 | |
| 1.0 | 191 | |
| 3.0 | 132 | 14.7% |
| 2.0 | 130 | 14.5% |
| 4.0 | 42 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1303 | |
| . | 899 | |
| 1 | 191 | 7.1% |
| 3 | 132 | 4.9% |
| 2 | 130 | 4.8% |
| 4 | 42 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1798 | |
| Other Punctuation | 899 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1303 | |
| 1 | 191 | 10.6% |
| 3 | 132 | 7.3% |
| 2 | 130 | 7.2% |
| 4 | 42 | 2.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 899 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2697 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1303 | |
| . | 899 | |
| 1 | 191 | 7.1% |
| 3 | 132 | 4.9% |
| 2 | 130 | 4.8% |
| 4 | 42 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2697 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1303 | |
| . | 899 | |
| 1 | 191 | 7.1% |
| 3 | 132 | 4.9% |
| 2 | 130 | 4.8% |
| 4 | 42 | 1.6% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.2 KiB |
| hungarian | |
|---|---|
| cleveland | |
| long-beach-va | |
| switzerland |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 10.16537181 |
| Min length | 9 |
Characters and Unicode
| Total characters | 9159 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | hungarian |
|---|---|
| 2nd row | hungarian |
| 3rd row | hungarian |
| 4th row | hungarian |
| 5th row | hungarian |
Common Values
| Value | Count | Frequency (%) |
| hungarian | 295 | |
| cleveland | 282 | |
| long-beach-va | 201 | |
| switzerland | 123 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| hungarian | 295 | |
| cleveland | 282 | |
| long-beach-va | 201 | |
| switzerland | 123 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1397 | |
| n | 1196 | |
| e | 888 | |
| l | 888 | |
| h | 496 | 5.4% |
| g | 496 | 5.4% |
| c | 483 | 5.3% |
| v | 483 | 5.3% |
| r | 418 | 4.6% |
| i | 418 | 4.6% |
| Other values (9) | 1996 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8757 | |
| Dash Punctuation | 402 | 4.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1397 | |
| n | 1196 | |
| e | 888 | |
| l | 888 | |
| h | 496 | 5.7% |
| g | 496 | 5.7% |
| c | 483 | 5.5% |
| v | 483 | 5.5% |
| r | 418 | 4.8% |
| i | 418 | 4.8% |
| Other values (8) | 1594 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 402 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8757 | |
| Common | 402 | 4.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1397 | |
| n | 1196 | |
| e | 888 | |
| l | 888 | |
| h | 496 | 5.7% |
| g | 496 | 5.7% |
| c | 483 | 5.5% |
| v | 483 | 5.5% |
| r | 418 | 4.8% |
| i | 418 | 4.8% |
| Other values (8) | 1594 |
Common
| Value | Count | Frequency (%) |
| - | 402 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9159 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1397 | |
| n | 1196 | |
| e | 888 | |
| l | 888 | |
| h | 496 | 5.4% |
| g | 496 | 5.4% |
| c | 483 | 5.3% |
| v | 483 | 5.3% |
| r | 418 | 4.6% |
| i | 418 | 4.6% |
| Other values (9) | 1996 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| age | sex | cp | trestbps | htn | chol | smoke | fbs | restecg | pro | met | thalach | thalrest | tpeakbps | tpeakbpd | trestbpd | exang | xhypo | oldpeak | rldv5e | num | dataset | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 40.0 | 1.0 | 2.0 | 140.0 | 0.0 | 289.0 | NaN | 0.0 | 0.0 | 0.0 | 7.0 | 172.0 | 86.0 | 200.0 | 110.0 | 86.0 | 0.0 | 0.0 | 0.0 | 20.0 | 0.0 | hungarian |
| 1 | 49.0 | 0.0 | 3.0 | 160.0 | 1.0 | 180.0 | NaN | 0.0 | 0.0 | 0.0 | 7.0 | 156.0 | 100.0 | 220.0 | 106.0 | 90.0 | 0.0 | 0.0 | 1.0 | 13.0 | 1.0 | hungarian |
| 2 | 37.0 | 1.0 | 2.0 | 130.0 | 0.0 | 283.0 | NaN | 0.0 | 1.0 | 0.0 | 5.0 | 98.0 | 58.0 | 180.0 | 100.0 | 80.0 | 0.0 | 0.0 | 0.0 | 14.0 | 0.0 | hungarian |
| 3 | 48.0 | 0.0 | 4.0 | 138.0 | 0.0 | 214.0 | NaN | 0.0 | 0.0 | 0.0 | 4.0 | 108.0 | 54.0 | 210.0 | 106.0 | 86.0 | 1.0 | 0.0 | 1.5 | 22.0 | 3.0 | hungarian |
| 4 | 54.0 | 1.0 | 3.0 | 150.0 | 0.0 | NaN | NaN | 0.0 | 0.0 | 1.0 | 3.0 | 122.0 | 74.0 | 130.0 | 100.0 | 90.0 | 0.0 | 1.0 | 0.0 | 9.0 | 0.0 | hungarian |
| 5 | 39.0 | 1.0 | 3.0 | 120.0 | 0.0 | 339.0 | NaN | 0.0 | 0.0 | 0.0 | 8.0 | 170.0 | 86.0 | 198.0 | 100.0 | 80.0 | 0.0 | 0.0 | 0.0 | 21.0 | 0.0 | hungarian |
| 6 | 45.0 | 0.0 | 2.0 | 130.0 | 0.0 | 237.0 | NaN | 0.0 | 0.0 | 0.0 | 10.0 | 170.0 | 90.0 | 200.0 | 106.0 | 84.0 | 0.0 | 0.0 | 0.0 | 11.0 | 0.0 | hungarian |
| 7 | 54.0 | 1.0 | 2.0 | 110.0 | 0.0 | 208.0 | NaN | 0.0 | 0.0 | 0.0 | 7.0 | 142.0 | 56.0 | 220.0 | 70.0 | 70.0 | 0.0 | 0.0 | 0.0 | 11.0 | 0.0 | hungarian |
| 8 | 37.0 | 1.0 | 4.0 | 140.0 | 1.0 | 207.0 | NaN | 0.0 | 0.0 | 0.0 | 7.0 | 130.0 | 63.0 | 190.0 | 100.0 | 80.0 | 1.0 | 0.0 | 1.5 | 19.0 | 1.0 | hungarian |
| 9 | 48.0 | 0.0 | 2.0 | 120.0 | 0.0 | 284.0 | NaN | 0.0 | 0.0 | 0.0 | 4.0 | 120.0 | 72.0 | 140.0 | 80.0 | 80.0 | 0.0 | 0.0 | 0.0 | 6.0 | 0.0 | hungarian |
Last rows
| age | sex | cp | trestbps | htn | chol | smoke | fbs | restecg | pro | met | thalach | thalrest | tpeakbps | tpeakbpd | trestbpd | exang | xhypo | oldpeak | rldv5e | num | dataset | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 891 | 62.0 | 1.0 | 4.0 | 160.0 | 1.0 | 254.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.5 | 108.0 | 69.0 | 160.0 | 90.0 | 80.0 | 1.0 | 0.0 | 3.0 | 19.0 | 4.0 | long-beach-va |
| 892 | 53.0 | 1.0 | 4.0 | 144.0 | 1.0 | 300.0 | 0.0 | 1.0 | 1.0 | 0.0 | 5.0 | 128.0 | 76.0 | 150.0 | 102.0 | 94.0 | 1.0 | 0.0 | 1.5 | 13.0 | 3.0 | long-beach-va |
| 893 | 62.0 | 1.0 | 4.0 | 158.0 | 1.0 | 170.0 | 1.0 | 0.0 | 1.0 | 0.0 | 8.0 | 138.0 | 86.0 | 202.0 | 98.0 | 90.0 | 1.0 | 0.0 | 0.0 | 22.0 | 1.0 | long-beach-va |
| 894 | 46.0 | 1.0 | 4.0 | 134.0 | 1.0 | 310.0 | 1.0 | 0.0 | 0.0 | 0.0 | 7.0 | 126.0 | 88.0 | 174.0 | 114.0 | 90.0 | 0.0 | 0.0 | 0.0 | 7.0 | 2.0 | long-beach-va |
| 895 | 54.0 | 0.0 | 4.0 | 127.0 | 0.0 | 333.0 | 0.0 | 1.0 | 1.0 | 0.0 | 8.0 | 154.0 | 83.0 | 158.0 | 84.0 | 78.0 | 0.0 | 0.0 | 0.0 | 20.0 | 1.0 | long-beach-va |
| 896 | 62.0 | 1.0 | 1.0 | NaN | 0.0 | 139.0 | 1.0 | 0.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | long-beach-va |
| 897 | 55.0 | 1.0 | 4.0 | 122.0 | 1.0 | 223.0 | 1.0 | 1.0 | 1.0 | 0.0 | 5.0 | 100.0 | 74.0 | 210.0 | 100.0 | 70.0 | 0.0 | 0.0 | 0.0 | 4.0 | 2.0 | long-beach-va |
| 898 | 58.0 | 1.0 | 4.0 | NaN | 0.0 | 385.0 | 0.0 | 1.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | long-beach-va |
| 899 | 62.0 | 1.0 | 2.0 | 120.0 | 1.0 | 254.0 | 0.0 | 0.0 | 2.0 | 0.0 | 7.0 | 93.0 | 67.0 | 164.0 | 110.0 | 80.0 | 1.0 | 0.0 | 0.0 | 17.0 | 1.0 | long-beach-va |
| 900 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | long-beach-va |